{"id":"W2168114146","doi":"10.1080/13548500802537903","title":"The UK national institute for health and clinical excellence public health guidance on behaviour change: A brief introduction","year":2008,"lang":"en","type":"article","venue":"Psychology Health & Medicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Economic and Social Research Council","keywords":"Excellence; Public health; Political science; Medicine; Engineering ethics; Engineering; Nursing; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03614597,0.003125587,0.005881534,0.01081159,0.002265128,0.006658969,0.006933469,0.0183292,0.02146119],"category_scores_gemma":[0.06404528,0.002304183,0.005064764,0.009455519,0.003809456,0.004930795,0.007190114,0.01703469,0.01921078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01268435,"about_ca_system_score_gemma":0.0391665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04794913,"about_ca_topic_score_gemma":0.06222375,"domain_scores_codex":[0.9599143,0.01564641,0.005385883,0.001214554,0.01584516,0.001993763],"domain_scores_gemma":[0.9608532,0.0199811,0.002987419,0.001153432,0.01301708,0.002007817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001029302,0.0002841275,0.0002170505,0.006951413,0.00003326376,0.0001750155,0.0007905652,0.0004363651,0.0001636978,0.007750935,0.8181641,0.1649306],"study_design_scores_gemma":[0.00006701228,0.0001368921,0.001529263,0.01283754,0.00003125342,0.0002857229,0.0002684827,0.00009294759,0.0000783001,0.003711069,0.9808969,0.00006464119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001309844,0.3362604,0.03998152,0.4307344,0.03163046,0.007976969,0.01140802,0.002802251,0.1378962],"genre_scores_gemma":[0.008904661,0.5492563,0.1645026,0.1754127,0.009179049,0.01568207,0.02029197,0.001242038,0.05552855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04794913,"threshold_uncertainty_score":0.1911604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3761959902636736,"score_gpt":0.5656872466148111,"score_spread":0.1894912563511374,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}